Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces
8 月 29, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP...
Interpretable Text Classification: Probing Scikit-LLM Embedding Spaces
8 月 29, 2026admin NUAI,Committee,新闻,Uncategorized(0)In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP...
Interpretable Question Answering with Knowledge Graphs
10 月 23, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2510.19181v1 Announce Type: new Abstract: This paper presents a question answering system that operates exclusively...
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
9 月 1, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2507.05137v2 Announce Type: replace Abstract: Learning Japanese vocabulary is a challenge for learners from Roman...
InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation
10 月 27, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2510.21538v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) integrates external knowledge to mitigate hallucinations, yet...
Internal World Models as Imagination Networks in Cognitive Agents
10 月 7, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2510.04391v1 Announce Type: cross Abstract: What is the computational objective of imagination? While classical interpretations...
Internal Coherence Maximization (ICM): A Label-Free, Unsupervised Training Framework for LLMs
6 月 15, 2025admin NUAI,Committee,新闻,Uncategorized(0)Post-training methods for pre-trained language models (LMs) depend on human supervision through demonstrations or preference...
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
6 月 9, 2025admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2506.05947v1 Announce Type: new Abstract: In emotional support conversations, unclear intentions can lead supporters to...
Intention-Adaptive LLM Fine-Tuning for Text Revision Generation
3 月 2, 2026admin NUAI,Committee,新闻,Uncategorized(0)arXiv:2602.00477v2 Announce Type: replace Abstract: Large Language Models (LLMs) have achieved impressive capabilities in various...
